import time import asyncio from struct import pack, unpack from concurrent.futures.thread import ThreadPoolExecutor from typing import Optional from prometheus_client import Gauge, Histogram import lbry from lbry.wallet.server.db.writer import SQLDB from lbry.wallet.server.daemon import DaemonError from lbry.wallet.server.hash import hash_to_hex_str, HASHX_LEN from lbry.wallet.server.util import chunks, class_logger from lbry.wallet.server.leveldb import FlushData from lbry.wallet.server.udp import StatusServer class Prefetcher: """Prefetches blocks (in the forward direction only).""" def __init__(self, daemon, coin, blocks_event): self.logger = class_logger(__name__, self.__class__.__name__) self.daemon = daemon self.coin = coin self.blocks_event = blocks_event self.blocks = [] self.caught_up = False # Access to fetched_height should be protected by the semaphore self.fetched_height = None self.semaphore = asyncio.Semaphore() self.refill_event = asyncio.Event() # The prefetched block cache size. The min cache size has # little effect on sync time. self.cache_size = 0 self.min_cache_size = 10 * 1024 * 1024 # This makes the first fetch be 10 blocks self.ave_size = self.min_cache_size // 10 self.polling_delay = 5 async def main_loop(self, bp_height): """Loop forever polling for more blocks.""" await self.reset_height(bp_height) while True: try: # Sleep a while if there is nothing to prefetch await self.refill_event.wait() if not await self._prefetch_blocks(): await asyncio.sleep(self.polling_delay) except DaemonError as e: self.logger.info(f'ignoring daemon error: {e}') def get_prefetched_blocks(self): """Called by block processor when it is processing queued blocks.""" blocks = self.blocks self.blocks = [] self.cache_size = 0 self.refill_event.set() return blocks async def reset_height(self, height): """Reset to prefetch blocks from the block processor's height. Used in blockchain reorganisations. This coroutine can be called asynchronously to the _prefetch_blocks coroutine so we must synchronize with a semaphore. """ async with self.semaphore: self.blocks.clear() self.cache_size = 0 self.fetched_height = height self.refill_event.set() daemon_height = await self.daemon.height() behind = daemon_height - height if behind > 0: self.logger.info(f'catching up to daemon height {daemon_height:,d} ' f'({behind:,d} blocks behind)') else: self.logger.info(f'caught up to daemon height {daemon_height:,d}') async def _prefetch_blocks(self): """Prefetch some blocks and put them on the queue. Repeats until the queue is full or caught up. """ daemon = self.daemon daemon_height = await daemon.height() async with self.semaphore: while self.cache_size < self.min_cache_size: # Try and catch up all blocks but limit to room in cache. # Constrain fetch count to between 0 and 500 regardless; # testnet can be lumpy. cache_room = self.min_cache_size // self.ave_size count = min(daemon_height - self.fetched_height, cache_room) count = min(500, max(count, 0)) if not count: self.caught_up = True return False first = self.fetched_height + 1 hex_hashes = await daemon.block_hex_hashes(first, count) if self.caught_up: self.logger.info('new block height {:,d} hash {}' .format(first + count-1, hex_hashes[-1])) blocks = await daemon.raw_blocks(hex_hashes) assert count == len(blocks) # Special handling for genesis block if first == 0: blocks[0] = self.coin.genesis_block(blocks[0]) self.logger.info(f'verified genesis block with hash {hex_hashes[0]}') # Update our recent average block size estimate size = sum(len(block) for block in blocks) if count >= 10: self.ave_size = size // count else: self.ave_size = (size + (10 - count) * self.ave_size) // 10 self.blocks.extend(blocks) self.cache_size += size self.fetched_height += count self.blocks_event.set() self.refill_event.clear() return True class ChainError(Exception): """Raised on error processing blocks.""" NAMESPACE = "wallet_server" HISTOGRAM_BUCKETS = ( .005, .01, .025, .05, .075, .1, .25, .5, .75, 1.0, 2.5, 5.0, 7.5, 10.0, 15.0, 20.0, 30.0, 60.0, float('inf') ) class BlockProcessor: """Process blocks and update the DB state to match. Employ a prefetcher to prefetch blocks in batches for processing. Coordinate backing up in case of chain reorganisations. """ block_count_metric = Gauge( "block_count", "Number of processed blocks", namespace=NAMESPACE ) block_update_time_metric = Histogram( "block_time", "Block update times", namespace=NAMESPACE, buckets=HISTOGRAM_BUCKETS ) reorg_count_metric = Gauge( "reorg_count", "Number of reorgs", namespace=NAMESPACE ) def __init__(self, env, db, daemon, notifications): self.env = env self.db = db self.daemon = daemon self.notifications = notifications self.coin = env.coin self.blocks_event = asyncio.Event() self.prefetcher = Prefetcher(daemon, env.coin, self.blocks_event) self.logger = class_logger(__name__, self.__class__.__name__) self.executor = ThreadPoolExecutor(1) # Meta self.next_cache_check = 0 self.touched = set() self.reorg_count = 0 # Caches of unflushed items. self.headers = [] self.block_hashes = [] self.block_txs = [] self.undo_infos = [] # UTXO cache self.utxo_cache = {} self.db_deletes = [] # If the lock is successfully acquired, in-memory chain state # is consistent with self.height self.state_lock = asyncio.Lock() self.search_cache = {} self.history_cache = {} self.status_server = StatusServer() async def run_in_thread_with_lock(self, func, *args): # Run in a thread to prevent blocking. Shielded so that # cancellations from shutdown don't lose work - when the task # completes the data will be flushed and then we shut down. # Take the state lock to be certain in-memory state is # consistent and not being updated elsewhere. async def run_in_thread_locked(): async with self.state_lock: return await asyncio.get_event_loop().run_in_executor(self.executor, func, *args) return await asyncio.shield(run_in_thread_locked()) async def check_and_advance_blocks(self, raw_blocks): """Process the list of raw blocks passed. Detects and handles reorgs. """ if not raw_blocks: return first = self.height + 1 blocks = [self.coin.block(raw_block, first + n) for n, raw_block in enumerate(raw_blocks)] headers = [block.header for block in blocks] hprevs = [self.coin.header_prevhash(h) for h in headers] chain = [self.tip] + [self.coin.header_hash(h) for h in headers[:-1]] if hprevs == chain: start = time.perf_counter() await self.run_in_thread_with_lock(self.advance_blocks, blocks) if self.sql: await self.db.search_index.claim_consumer(self.sql.claim_producer()) for cache in self.search_cache.values(): cache.clear() self.history_cache.clear() self.notifications.notified_mempool_txs.clear() await self._maybe_flush() processed_time = time.perf_counter() - start self.block_count_metric.set(self.height) self.block_update_time_metric.observe(processed_time) self.status_server.set_height(self.db.fs_height, self.db.db_tip) if not self.db.first_sync: s = '' if len(blocks) == 1 else 's' self.logger.info('processed {:,d} block{} in {:.1f}s'.format(len(blocks), s, processed_time)) if self._caught_up_event.is_set(): if self.sql: await self.db.search_index.apply_filters(self.sql.blocked_streams, self.sql.blocked_channels, self.sql.filtered_streams, self.sql.filtered_channels) await self.notifications.on_block(self.touched, self.height) self.touched = set() elif hprevs[0] != chain[0]: await self.reorg_chain() else: # It is probably possible but extremely rare that what # bitcoind returns doesn't form a chain because it # reorg-ed the chain as it was processing the batched # block hash requests. Should this happen it's simplest # just to reset the prefetcher and try again. self.logger.warning('daemon blocks do not form a chain; ' 'resetting the prefetcher') await self.prefetcher.reset_height(self.height) async def reorg_chain(self, count: Optional[int] = None): """Handle a chain reorganisation. Count is the number of blocks to simulate a reorg, or None for a real reorg.""" if count is None: self.logger.info('chain reorg detected') else: self.logger.info(f'faking a reorg of {count:,d} blocks') async def get_raw_blocks(last_height, hex_hashes): heights = range(last_height, last_height - len(hex_hashes), -1) try: blocks = [await self.db.read_raw_block(height) for height in heights] self.logger.info(f'read {len(blocks)} blocks from disk') return blocks except FileNotFoundError: return await self.daemon.raw_blocks(hex_hashes) def flush_backup(): # self.touched can include other addresses which is # harmless, but remove None. self.touched.discard(None) self.db.flush_backup(self.flush_data(), self.touched) try: await self.flush(True) start, last, hashes = await self.reorg_hashes(count) # Reverse and convert to hex strings. hashes = [hash_to_hex_str(hash) for hash in reversed(hashes)] self.logger.info("reorg %i block hashes", len(hashes)) for hex_hashes in chunks(hashes, 50): raw_blocks = await get_raw_blocks(last, hex_hashes) self.logger.info("got %i raw blocks", len(raw_blocks)) await self.run_in_thread_with_lock(self.backup_blocks, raw_blocks) await self.run_in_thread_with_lock(flush_backup) last -= len(raw_blocks) await self.prefetcher.reset_height(self.height) self.reorg_count_metric.inc() except: self.logger.exception("boom") raise finally: self.logger.info("done with reorg") async def reorg_hashes(self, count): """Return a pair (start, last, hashes) of blocks to back up during a reorg. The hashes are returned in order of increasing height. Start is the height of the first hash, last of the last. """ start, count = await self.calc_reorg_range(count) last = start + count - 1 s = '' if count == 1 else 's' self.logger.info(f'chain was reorganised replacing {count:,d} ' f'block{s} at heights {start:,d}-{last:,d}') return start, last, await self.db.fs_block_hashes(start, count) async def calc_reorg_range(self, count: Optional[int]): """Calculate the reorg range""" def diff_pos(hashes1, hashes2): """Returns the index of the first difference in the hash lists. If both lists match returns their length.""" for n, (hash1, hash2) in enumerate(zip(hashes1, hashes2)): if hash1 != hash2: return n return len(hashes) if count is None: # A real reorg start = self.height - 1 count = 1 while start > 0: hashes = await self.db.fs_block_hashes(start, count) hex_hashes = [hash_to_hex_str(hash) for hash in hashes] d_hex_hashes = await self.daemon.block_hex_hashes(start, count) n = diff_pos(hex_hashes, d_hex_hashes) if n > 0: start += n break count = min(count * 2, start) start -= count count = (self.height - start) + 1 else: start = (self.height - count) + 1 return start, count def estimate_txs_remaining(self): # Try to estimate how many txs there are to go daemon_height = self.daemon.cached_height() coin = self.coin tail_count = daemon_height - max(self.height, coin.TX_COUNT_HEIGHT) # Damp the initial enthusiasm realism = max(2.0 - 0.9 * self.height / coin.TX_COUNT_HEIGHT, 1.0) return (tail_count * coin.TX_PER_BLOCK + max(coin.TX_COUNT - self.tx_count, 0)) * realism # - Flushing def flush_data(self): """The data for a flush. The lock must be taken.""" assert self.state_lock.locked() return FlushData(self.height, self.tx_count, self.headers, self.block_hashes, self.block_txs, self.undo_infos, self.utxo_cache, self.db_deletes, self.tip) async def flush(self, flush_utxos): def flush(): self.db.flush_dbs(self.flush_data(), flush_utxos, self.estimate_txs_remaining) await self.run_in_thread_with_lock(flush) async def _maybe_flush(self): # If caught up, flush everything as client queries are # performed on the DB. if self._caught_up_event.is_set(): await self.flush(True) elif time.perf_counter() > self.next_cache_check: await self.flush(True) self.next_cache_check = time.perf_counter() + 30 def check_cache_size(self): """Flush a cache if it gets too big.""" # Good average estimates based on traversal of subobjects and # requesting size from Python (see deep_getsizeof). one_MB = 1000*1000 utxo_cache_size = len(self.utxo_cache) * 205 db_deletes_size = len(self.db_deletes) * 57 hist_cache_size = self.db.history.unflushed_memsize() # Roughly ntxs * 32 + nblocks * 42 tx_hash_size = ((self.tx_count - self.db.fs_tx_count) * 32 + (self.height - self.db.fs_height) * 42) utxo_MB = (db_deletes_size + utxo_cache_size) // one_MB hist_MB = (hist_cache_size + tx_hash_size) // one_MB self.logger.info('our height: {:,d} daemon: {:,d} ' 'UTXOs {:,d}MB hist {:,d}MB' .format(self.height, self.daemon.cached_height(), utxo_MB, hist_MB)) # Flush history if it takes up over 20% of cache memory. # Flush UTXOs once they take up 80% of cache memory. cache_MB = self.env.cache_MB if utxo_MB + hist_MB >= cache_MB or hist_MB >= cache_MB // 5: return utxo_MB >= cache_MB * 4 // 5 return None def advance_blocks(self, blocks): """Synchronously advance the blocks. It is already verified they correctly connect onto our tip. """ min_height = self.db.min_undo_height(self.daemon.cached_height()) height = self.height for block in blocks: height += 1 undo_info = self.advance_txs( height, block.transactions, self.coin.electrum_header(block.header, height), self.coin.header_hash(block.header) ) if height >= min_height: self.undo_infos.append((undo_info, height)) self.db.write_raw_block(block.raw, height) headers = [block.header for block in blocks] self.height = height self.headers.extend(headers) self.tip = self.coin.header_hash(headers[-1]) def advance_txs(self, height, txs, header, block_hash): self.block_hashes.append(block_hash) self.block_txs.append((b''.join(tx_hash for tx, tx_hash in txs), [tx.raw for tx, _ in txs])) undo_info = [] tx_num = self.tx_count hashXs_by_tx = [] # Use local vars for speed in the loops put_utxo = self.utxo_cache.__setitem__ spend_utxo = self.spend_utxo undo_info_append = undo_info.append update_touched = self.touched.update append_hashX_by_tx = hashXs_by_tx.append hashX_from_script = self.coin.hashX_from_script for tx, tx_hash in txs: hashXs = [] append_hashX = hashXs.append tx_numb = pack('<I', tx_num) # Spend the inputs for txin in tx.inputs: if txin.is_generation(): continue cache_value = spend_utxo(txin.prev_hash, txin.prev_idx) undo_info_append(cache_value) append_hashX(cache_value[:-12]) # Add the new UTXOs for idx, txout in enumerate(tx.outputs): # Get the hashX. Ignore unspendable outputs hashX = hashX_from_script(txout.pk_script) if hashX: append_hashX(hashX) put_utxo(tx_hash + pack('<H', idx), hashX + tx_numb + pack('<Q', txout.value)) append_hashX_by_tx(hashXs) update_touched(hashXs) self.db.total_transactions.append(tx_hash) tx_num += 1 self.db.history.add_unflushed(hashXs_by_tx, self.tx_count) self.tx_count = tx_num self.db.tx_counts.append(tx_num) return undo_info def backup_blocks(self, raw_blocks): """Backup the raw blocks and flush. The blocks should be in order of decreasing height, starting at. self.height. A flush is performed once the blocks are backed up. """ self.db.assert_flushed(self.flush_data()) assert self.height >= len(raw_blocks) coin = self.coin for raw_block in raw_blocks: self.logger.info("backup block %i", self.height) # Check and update self.tip block = coin.block(raw_block, self.height) header_hash = coin.header_hash(block.header) if header_hash != self.tip: raise ChainError('backup block {} not tip {} at height {:,d}' .format(hash_to_hex_str(header_hash), hash_to_hex_str(self.tip), self.height)) self.tip = coin.header_prevhash(block.header) self.backup_txs(block.transactions) self.height -= 1 self.db.tx_counts.pop() self.logger.info(f'backed up to height {self.height:,d}') def backup_txs(self, txs): # Prevout values, in order down the block (coinbase first if present) # undo_info is in reverse block order undo_info = self.db.read_undo_info(self.height) if undo_info is None: raise ChainError(f'no undo information found for height {self.height:,d}') n = len(undo_info) # Use local vars for speed in the loops s_pack = pack undo_entry_len = 12 + HASHX_LEN for tx, tx_hash in reversed(txs): for idx, txout in enumerate(tx.outputs): # Spend the TX outputs. Be careful with unspendable # outputs - we didn't save those in the first place. hashX = self.coin.hashX_from_script(txout.pk_script) if hashX: cache_value = self.spend_utxo(tx_hash, idx) self.touched.add(cache_value[:-12]) # Restore the inputs for txin in reversed(tx.inputs): if txin.is_generation(): continue n -= undo_entry_len undo_item = undo_info[n:n + undo_entry_len] self.utxo_cache[txin.prev_hash + s_pack('<H', txin.prev_idx)] = undo_item self.touched.add(undo_item[:-12]) self.db.total_transactions.pop() assert n == 0 self.tx_count -= len(txs) """An in-memory UTXO cache, representing all changes to UTXO state since the last DB flush. We want to store millions of these in memory for optimal performance during initial sync, because then it is possible to spend UTXOs without ever going to the database (other than as an entry in the address history, and there is only one such entry per TX not per UTXO). So store them in a Python dictionary with binary keys and values. Key: TX_HASH + TX_IDX (32 + 2 = 34 bytes) Value: HASHX + TX_NUM + VALUE (11 + 4 + 8 = 23 bytes) That's 57 bytes of raw data in-memory. Python dictionary overhead means each entry actually uses about 205 bytes of memory. So almost 5 million UTXOs can fit in 1GB of RAM. There are approximately 42 million UTXOs on bitcoin mainnet at height 433,000. Semantics: add: Add it to the cache dictionary. spend: Remove it if in the cache dictionary. Otherwise it's been flushed to the DB. Each UTXO is responsible for two entries in the DB. Mark them for deletion in the next cache flush. The UTXO database format has to be able to do two things efficiently: 1. Given an address be able to list its UTXOs and their values so its balance can be efficiently computed. 2. When processing transactions, for each prevout spent - a (tx_hash, idx) pair - we have to be able to remove it from the DB. To send notifications to clients we also need to know any address it paid to. To this end we maintain two "tables", one for each point above: 1. Key: b'u' + address_hashX + tx_idx + tx_num Value: the UTXO value as a 64-bit unsigned integer 2. Key: b'h' + compressed_tx_hash + tx_idx + tx_num Value: hashX The compressed tx hash is just the first few bytes of the hash of the tx in which the UTXO was created. As this is not unique there will be potential collisions so tx_num is also in the key. When looking up a UTXO the prefix space of the compressed hash needs to be searched and resolved if necessary with the tx_num. The collision rate is low (<0.1%). """ def spend_utxo(self, tx_hash, tx_idx): """Spend a UTXO and return the 33-byte value. If the UTXO is not in the cache it must be on disk. We store all UTXOs so not finding one indicates a logic error or DB corruption. """ # Fast track is it being in the cache idx_packed = pack('<H', tx_idx) cache_value = self.utxo_cache.pop(tx_hash + idx_packed, None) if cache_value: return cache_value # Spend it from the DB. # Key: b'h' + compressed_tx_hash + tx_idx + tx_num # Value: hashX prefix = b'h' + tx_hash[:4] + idx_packed candidates = dict(self.db.utxo_db.iterator(prefix=prefix)) for hdb_key, hashX in candidates.items(): tx_num_packed = hdb_key[-4:] if len(candidates) > 1: tx_num, = unpack('<I', tx_num_packed) try: hash, height = self.db.fs_tx_hash(tx_num) except IndexError: self.logger.error("data integrity error for hashx history: %s missing tx #%s (%s:%s)", hashX.hex(), tx_num, hash_to_hex_str(tx_hash), tx_idx) continue if hash != tx_hash: assert hash is not None # Should always be found continue # Key: b'u' + address_hashX + tx_idx + tx_num # Value: the UTXO value as a 64-bit unsigned integer udb_key = b'u' + hashX + hdb_key[-6:] utxo_value_packed = self.db.utxo_db.get(udb_key) if utxo_value_packed is None: self.logger.warning( "%s:%s is not found in UTXO db for %s", hash_to_hex_str(tx_hash), tx_idx, hash_to_hex_str(hashX) ) raise ChainError(f"{hash_to_hex_str(tx_hash)}:{tx_idx} is not found in UTXO db for {hash_to_hex_str(hashX)}") # Remove both entries for this UTXO self.db_deletes.append(hdb_key) self.db_deletes.append(udb_key) return hashX + tx_num_packed + utxo_value_packed self.logger.error('UTXO {hash_to_hex_str(tx_hash)} / {tx_idx} not found in "h" table') raise ChainError('UTXO {} / {:,d} not found in "h" table' .format(hash_to_hex_str(tx_hash), tx_idx)) async def _process_prefetched_blocks(self): """Loop forever processing blocks as they arrive.""" while True: if self.height == self.daemon.cached_height(): if not self._caught_up_event.is_set(): await self._first_caught_up() self._caught_up_event.set() await self.blocks_event.wait() self.blocks_event.clear() if self.reorg_count: # this could only happen by calling the reorg rpc await self.reorg_chain(self.reorg_count) self.reorg_count = 0 else: blocks = self.prefetcher.get_prefetched_blocks() try: await self.check_and_advance_blocks(blocks) except Exception: self.logger.exception("error while processing txs") raise async def _first_caught_up(self): self.logger.info(f'caught up to height {self.height}') # Flush everything but with first_sync->False state. first_sync = self.db.first_sync self.db.first_sync = False await self.flush(True) if first_sync: self.logger.info(f'{lbry.__version__} synced to ' f'height {self.height:,d}') # Reopen for serving await self.db.open_for_serving() async def _first_open_dbs(self): await self.db.open_for_sync() self.height = self.db.db_height self.tip = self.db.db_tip self.tx_count = self.db.db_tx_count # --- External API async def fetch_and_process_blocks(self, caught_up_event): """Fetch, process and index blocks from the daemon. Sets caught_up_event when first caught up. Flushes to disk and shuts down cleanly if cancelled. This is mainly because if, during initial sync ElectrumX is asked to shut down when a large number of blocks have been processed but not written to disk, it should write those to disk before exiting, as otherwise a significant amount of work could be lost. """ self._caught_up_event = caught_up_event try: await self._first_open_dbs() self.status_server.set_height(self.db.fs_height, self.db.db_tip) await asyncio.wait([ self.prefetcher.main_loop(self.height), self._process_prefetched_blocks() ]) except asyncio.CancelledError: raise except: self.logger.exception("Block processing failed!") raise finally: self.status_server.stop() # Shut down block processing self.logger.info('flushing to DB for a clean shutdown...') await self.flush(True) self.db.close() self.executor.shutdown(wait=True) def force_chain_reorg(self, count): """Force a reorg of the given number of blocks. Returns True if a reorg is queued, false if not caught up. """ if self._caught_up_event.is_set(): self.reorg_count = count self.blocks_event.set() return True return False class Timer: def __init__(self, name): self.name = name self.total = 0 self.count = 0 self.sub_timers = {} self._last_start = None def add_timer(self, name): if name not in self.sub_timers: self.sub_timers[name] = Timer(name) return self.sub_timers[name] def run(self, func, *args, forward_timer=False, timer_name=None, **kwargs): t = self.add_timer(timer_name or func.__name__) t.start() try: if forward_timer: return func(*args, **kwargs, timer=t) else: return func(*args, **kwargs) finally: t.stop() def start(self): self._last_start = time.time() return self def stop(self): self.total += (time.time() - self._last_start) self.count += 1 self._last_start = None return self def show(self, depth=0, height=None): if depth == 0: print('='*100) if height is not None: print(f'STATISTICS AT HEIGHT {height}') print('='*100) else: print( f"{' '*depth} {self.total/60:4.2f}mins {self.name}" # f"{self.total/self.count:.5f}sec/call, " ) for sub_timer in self.sub_timers.values(): sub_timer.show(depth+1) if depth == 0: print('='*100) class LBRYBlockProcessor(BlockProcessor): def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) if self.env.coin.NET == "regtest": self.prefetcher.polling_delay = 0.5 self.should_validate_signatures = self.env.boolean('VALIDATE_CLAIM_SIGNATURES', False) self.logger.info(f"LbryumX Block Processor - Validating signatures: {self.should_validate_signatures}") self.sql: SQLDB = self.db.sql self.timer = Timer('BlockProcessor') def advance_blocks(self, blocks): if self.sql: self.sql.begin() try: self.timer.run(super().advance_blocks, blocks) except: self.logger.exception(f'Error while advancing transaction in new block.') raise finally: if self.sql: self.sql.commit() def advance_txs(self, height, txs, header, block_hash): timer = self.timer.sub_timers['advance_blocks'] undo = timer.run(super().advance_txs, height, txs, header, block_hash, timer_name='super().advance_txs') if self.sql: timer.run(self.sql.advance_txs, height, txs, header, self.daemon.cached_height(), forward_timer=True) if (height % 10000 == 0 or not self.db.first_sync) and self.logger.isEnabledFor(10): self.timer.show(height=height) return undo